Yin‐Chung Huang - Publications, H-index & Citations

Yin‐Chung Huang

University of Sydney

5H指数

15论文数

119被引数

收录论文 10

发表时间

Field portable soil spectroscopy: What’s beyond Vis-NIR?野外便携式土壤光谱学：Vis-NIR之外还有什么？

Computers and Electronics in Agriculture

IF8.9

2026-08-19

OAAI

Yin-Chung Huang; Wartini Ng; Tom O’Donoghue; Budiman Minasny; Alex B. McBratney

Machine learning prediction of soil carbon fractions using bulk-soil and fraction-specific MIR spectra: Is physical fractionation necessary?利用机器学习方法结合土壤整体及组分特定中红外光谱预测土壤碳组分：物理分组是否必要？

SOIL & TILLAGE RESEARCH

IF6.8

2026-06-04

OAAI

Yijia Tang; Thi Kim Anh Tran; Budiman Minasny; Wartini Ng; Nicolas Francos; Yin-Chung Huang; Ho Jun Jang; Peipei Xue; Mingming Du; Shiva Bakhshandeh; Alex McBratney

Zero-shot inference with Tabular Prior-data Fitted Network (TabPFN) for soil MIR spectral analysis 基于表格先验数据拟合网络(TabPFN)的零样本推理用于土壤MIR光谱分析

Geoderma

IF6.6

2026-05-29

OAAI

Yin-Chung Huang; José Padarian; Wartini Ng; Budiman Minasny; Alex B. McBratney

SOC stabilisation shifts from carbon accumulation in temperate soils to mineral association in subtropical soils SOC稳定性从温带土壤中的碳积累转变为亚热带土壤中的矿物缔合

Soil Biology and Biochemistry

IF10.3

2026-01-23

OAAI

Yijia Tang; Thi Kim Anh Tran; Budiman Minasny; Shiva Bakhshandeh; Mingming Du; Nicolas Francos; Yin-Chung Huang; Ho Jun Jang; Wartini Ng; Peipei Xue; Alex McBratney

Accessible Soil Spectroscopy: Evaluating Low-Cost Vis–NIR Spectrometers for Resource-Constrained Environments 可及土壤光谱学：评估低成本可见-近红外光谱仪在资源受限环境中的应用

European Journal of Soil Science

IF3.8

2025-12-01

OAAI

Yin-Chung Huang; Wartini Ng; Budiman Minasny; Yijia Tang; Alex B. McBratney

Using Monte Carlo conformal prediction to evaluate the uncertainty of deep-learning soil spectral models 黄，Y.-C.，Padarian，J.，Minasny，B.，McBratney，A.B.，2025。使用蒙特卡洛一致性预测评估深度学习土壤光谱模型的不确定性。SOIL 11，553–563。doi:10.5194/soil-11-553-2025

SOIL

IF4.3

2025-07-22

OAAI

Huang, Yin-Chung; Padarian, Jose; Minasny, Budiman; McBratney, Alex B.

Soil Science-Informed Machine Learning 土壤科学-知情机器学习

GEODERMA

IF6.6

2024-12-01

OAAI

Minasny, Budiman; Bandai, Toshiyuki; Ghezzehei, Teamrat A.; Huang, Yin-Chung; Ma, Yuxin; McBratney, Alex B.; Ng, Wartini; Norouzi, Sarem; Padarian, Jose; Rudiyanto; Sharififar, Amin; Styc, Quentin; Widyastuti, Marliana

Using pXRF and Vis-NIR for characterizing diagnostic horizons of fine-textured podzolic soils in subtropical forests

GEODERMA

IF6.6

2023-09-01

OAAI

Huang, Yin-Chung; Huang, Cho-Ying; Minasny, Budiman; Chen, Zueng-Sang; Hseu, Zeng-Yei

Differentiation of fine-textured podzolic soils controlled by climate and landscape in Taiwan 台湾受气候和景观控制的细质化土壤的分化

GEODERMA

IF6.6

2022-12-01

OAAI

Huang, Yin -Chung; Chen, Zueng-Sang; Hsu, Jhen-Yuan; Chiu, Chun -Mei; Hseu, Zeng-Yei